Engineering progress rarely comes from one breakthrough. It is usually the result of careful observation, better models, and many small iterations.
This article captures the ideas I am currently learning and the practical questions that shape how I approach energy and mobility systems.
01. Learn in Layers
Start with the governing principles, build a minimal model, then add complexity only when the current model can no longer answer the question.
02. Build Feedback Loops
Writing, testing, and reviewing past decisions turn experience into reusable knowledge.
Key insight
Consistent reflection and small feedback loops compound into better engineering judgment.
This entry reflects an ongoing learning process. Models and claims should be checked against their assumptions and primary sources.